Hyperspectral image classification by AdaBoost weighted composite kernel extreme learning machines

Learning Machines ◽

HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2019.01.010 ◽

2019 ◽

Vol 334 ◽

pp. 100-113 ◽

Cited By ~ 7

Author(s):

Ugur Ergul ◽

Gokhan Bilgin

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Learning Machines ◽

Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404203 ◽

2018 ◽

Author(s):

Kadir Guzel ◽

Gokhan Bilgin

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Textural Feature ◽

Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518654 ◽

2018 ◽

Cited By ~ 1

Author(s):

Junshi Xia ◽

Naoto Yokoya ◽

Akira Iwasaki

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Domain Adaptation ◽

Spectral-Spatial Hyperspectral Image Classification Using Superpixel and Extreme Learning Machines

Communications in Computer and Information Science - Pattern Recognition ◽

10.1007/978-3-662-45646-0_17 ◽

2014 ◽

pp. 159-167 ◽

Cited By ~ 5

Author(s):

Wuhui Duan ◽

Shutao Li ◽

Leyuan Fang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

${{\rm E}^{2}}{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2301775 ◽

2014 ◽

Vol 7 (4) ◽

pp. 1060-1069 ◽

Cited By ~ 126

Author(s):

Alim Samat ◽

Peijun Du ◽

Sicong Liu ◽

Jun Li ◽

Liang Cheng

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Texture Profiles and Composite Kernel Frame for Hyperspectral Image Classification

Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00563-4_31 ◽

2018 ◽

pp. 325-333

Author(s):

Cailing Wang ◽

Hongwei Wang ◽

Jinchang Ren ◽

Yinyong Zhang ◽

Jia Wen ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Integrating Spectral and Spatial features for Hyperspectral Image Classification with a Modified Composite Kernel Framework

PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science ◽

10.1007/s41064-019-00080-1 ◽

2019 ◽

Vol 87 (5-6) ◽

pp. 275-296 ◽

Cited By ~ 1

Author(s):

Shashi Ranjan ◽

Jignesh N. Sarvaiya ◽

Jigisha N. Patel

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Features ◽

Multiple composite kernel learning for hyperspectral image classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8127430 ◽

2017 ◽

Cited By ~ 2

Author(s):

Peijun Du ◽

Junshi Xia ◽

Pedram Ghamisi ◽

Akira Iwasaki ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Kernel Learning ◽

An automatic method to determine the coefficient of the composite kernel for hyperspectral image classification

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049563 ◽

2011 ◽

Author(s):

I-Ling Chen ◽

Kai-Chih Pai ◽

Jinn-Min Yang ◽

Bor-Chen Kuo

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Automatic Method ◽

Generalized Composite Kernel Framework for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2230268 ◽

2013 ◽

Vol 51 (9) ◽

pp. 4816-4829 ◽

Cited By ~ 307

Author(s):

Jun Li ◽

Prashanth Reddy Marpu ◽

Antonio Plaza ◽

Jose M. Bioucas-Dias ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽